Released: 02/2023Duration: 18m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 218 MBLevel: Intermediate | Genre: eLearning | Language: English

Join MLOps expert and CTO Noah Gift to learn all about the exploratory data analysis portion of the AWS Certified Machine Learning – Specialty (MLS-C01) certification. In this course, Noah explains how data preparation, feature eeering, and data visualization are essential for machine learning. He starts by covering data preparation for modeling, detailing how to identify and handle missing data; format, normalize, augment, and scale data; and data labeling tools. He then gets into feature eeering, the process of identifying and extracting features from data sets. Finally, Noah covers data visualization, illustrating graphs and clustering visualizations like scatterplots, histograms, box plots, and elbow plots.

This course was created by Noah Gift. We are pleased to host this training in our library.